Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 108035 |
| Missing cells | 422997 |
| Missing cells (%) | 19.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.3 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 13 |
StationId has a high cardinality: 110 distinct values | High cardinality |
Date has a high cardinality: 2009 distinct values | High cardinality |
StationName has a high cardinality: 110 distinct values | High cardinality |
PM2.5 is highly correlated with PM10 and 4 other fields | High correlation |
PM10 is highly correlated with PM2.5 and 6 other fields | High correlation |
NO is highly correlated with PM2.5 and 4 other fields | High correlation |
NO2 is highly correlated with PM2.5 and 4 other fields | High correlation |
NOx is highly correlated with PM10 and 3 other fields | High correlation |
NH3 is highly correlated with PM2.5 and 2 other fields | High correlation |
CO is highly correlated with PM10 and 1 other fields | High correlation |
Benzene is highly correlated with Toluene and 1 other fields | High correlation |
Toluene is highly correlated with Benzene and 1 other fields | High correlation |
Xylene is highly correlated with Benzene and 1 other fields | High correlation |
AQI is highly correlated with PM2.5 and 6 other fields | High correlation |
PM2.5 is highly correlated with PM10 and 1 other fields | High correlation |
PM10 is highly correlated with PM2.5 and 3 other fields | High correlation |
NO is highly correlated with PM10 and 2 other fields | High correlation |
NO2 is highly correlated with NO and 1 other fields | High correlation |
NOx is highly correlated with PM10 and 2 other fields | High correlation |
Toluene is highly correlated with Xylene | High correlation |
Xylene is highly correlated with Toluene | High correlation |
AQI is highly correlated with PM2.5 and 1 other fields | High correlation |
PM2.5 is highly correlated with PM10 and 1 other fields | High correlation |
PM10 is highly correlated with PM2.5 and 1 other fields | High correlation |
NO is highly correlated with NOx | High correlation |
NO2 is highly correlated with NOx | High correlation |
NOx is highly correlated with NO and 1 other fields | High correlation |
Benzene is highly correlated with Toluene and 1 other fields | High correlation |
Toluene is highly correlated with Benzene and 1 other fields | High correlation |
Xylene is highly correlated with Benzene and 1 other fields | High correlation |
AQI is highly correlated with PM2.5 and 1 other fields | High correlation |
State is highly correlated with City | High correlation |
City is highly correlated with State | High correlation |
PM2.5 is highly correlated with PM10 and 2 other fields | High correlation |
PM10 is highly correlated with PM2.5 and 4 other fields | High correlation |
NO is highly correlated with NO2 and 1 other fields | High correlation |
NO2 is highly correlated with NO and 1 other fields | High correlation |
NOx is highly correlated with PM10 and 2 other fields | High correlation |
CO is highly correlated with AQI | High correlation |
SO2 is highly correlated with City | High correlation |
Benzene is highly correlated with Toluene | High correlation |
Toluene is highly correlated with Benzene | High correlation |
AQI is highly correlated with PM2.5 and 3 other fields | High correlation |
AQI_Bucket is highly correlated with PM2.5 and 4 other fields | High correlation |
City is highly correlated with SO2 and 2 other fields | High correlation |
State is highly correlated with PM10 and 2 other fields | High correlation |
PM2.5 has 21625 (20.0%) missing values | Missing |
PM10 has 42706 (39.5%) missing values | Missing |
NO has 17106 (15.8%) missing values | Missing |
NO2 has 16547 (15.3%) missing values | Missing |
NOx has 15500 (14.3%) missing values | Missing |
NH3 has 48105 (44.5%) missing values | Missing |
CO has 12998 (12.0%) missing values | Missing |
SO2 has 25204 (23.3%) missing values | Missing |
O3 has 25568 (23.7%) missing values | Missing |
Benzene has 31455 (29.1%) missing values | Missing |
Toluene has 38702 (35.8%) missing values | Missing |
Xylene has 85137 (78.8%) missing values | Missing |
AQI has 21010 (19.4%) missing values | Missing |
AQI_Bucket has 21010 (19.4%) missing values | Missing |
Benzene is highly skewed (γ1 = 21.61702016) | Skewed |
NOx has 4776 (4.4%) zeros | Zeros |
CO has 7280 (6.7%) zeros | Zeros |
Benzene has 12602 (11.7%) zeros | Zeros |
Toluene has 10455 (9.7%) zeros | Zeros |
Xylene has 6083 (5.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-01-06 06:53:36.556489 |
|---|---|
| Analysis finished | 2022-01-06 06:54:12.270600 |
| Duration | 35.71 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| KA009 | 2009 |
|---|---|
| DL008 | 2009 |
| DL033 | 2009 |
| KA003 | 2009 |
| TN003 | 2009 |
| Other values (105) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 540175 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AP001 |
|---|---|
| 2nd row | AP001 |
| 3rd row | AP001 |
| 4th row | AP001 |
| 5th row | AP001 |
Common Values
| Value | Count | Frequency (%) |
| KA009 | 2009 | 1.9% |
| DL008 | 2009 | 1.9% |
| DL033 | 2009 | 1.9% |
| KA003 | 2009 | 1.9% |
| TN003 | 2009 | 1.9% |
| GJ001 | 2009 | 1.9% |
| DL007 | 2009 | 1.9% |
| DL021 | 2009 | 1.9% |
| TN001 | 2009 | 1.9% |
| UP012 | 2009 | 1.9% |
| Other values (100) | 87945 |
Length
| Value | Count | Frequency (%) |
| ka009 | 2009 | 1.9% |
| tn001 | 2009 | 1.9% |
| up014 | 2009 | 1.9% |
| tn004 | 2009 | 1.9% |
| dl013 | 2009 | 1.9% |
| mh005 | 2009 | 1.9% |
| up012 | 2009 | 1.9% |
| dl008 | 2009 | 1.9% |
| dl021 | 2009 | 1.9% |
| dl007 | 2009 | 1.9% |
| Other values (100) | 87945 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 9.0% |
| L | 47246 | 8.7% |
| D | 47223 | 8.7% |
| 3 | 23227 | 4.3% |
| 2 | 21884 | 4.1% |
| T | 15544 | 2.9% |
| A | 14911 | 2.8% |
| 4 | 14632 | 2.7% |
| K | 13572 | 2.5% |
| Other values (19) | 122168 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 324105 | |
| Uppercase Letter | 216070 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 47246 | |
| D | 47223 | |
| T | 15544 | 7.2% |
| A | 14911 | 6.9% |
| K | 13572 | 6.3% |
| G | 10761 | 5.0% |
| P | 10022 | 4.6% |
| H | 9808 | 4.5% |
| R | 8598 | 4.0% |
| B | 7064 | 3.3% |
| Other values (9) | 31321 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 15.0% |
| 3 | 23227 | 7.2% |
| 2 | 21884 | 6.8% |
| 4 | 14632 | 4.5% |
| 5 | 13083 | 4.0% |
| 8 | 8417 | 2.6% |
| 6 | 8350 | 2.6% |
| 7 | 8231 | 2.5% |
| 9 | 6513 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 324105 | |
| Latin | 216070 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| L | 47246 | |
| D | 47223 | |
| T | 15544 | 7.2% |
| A | 14911 | 6.9% |
| K | 13572 | 6.3% |
| G | 10761 | 5.0% |
| P | 10022 | 4.6% |
| H | 9808 | 4.5% |
| R | 8598 | 4.0% |
| B | 7064 | 3.3% |
| Other values (9) | 31321 |
Common
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 15.0% |
| 3 | 23227 | 7.2% |
| 2 | 21884 | 6.8% |
| 4 | 14632 | 4.5% |
| 5 | 13083 | 4.0% |
| 8 | 8417 | 2.6% |
| 6 | 8350 | 2.6% |
| 7 | 8231 | 2.5% |
| 9 | 6513 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 540175 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 171293 | |
| 1 | 48475 | 9.0% |
| L | 47246 | 8.7% |
| D | 47223 | 8.7% |
| 3 | 23227 | 4.3% |
| 2 | 21884 | 4.1% |
| T | 15544 | 2.9% |
| A | 14911 | 2.8% |
| 4 | 14632 | 2.7% |
| K | 13572 | 2.5% |
| Other values (19) | 122168 |
| Distinct | 2009 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 2020-03-29 | 108 |
|---|---|
| 2020-04-21 | 108 |
| 2020-05-17 | 108 |
| 2020-06-13 | 108 |
| 2020-04-26 | 108 |
| Other values (2004) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 1080350 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2017-11-24 |
|---|---|
| 2nd row | 2017-11-25 |
| 3rd row | 2017-11-26 |
| 4th row | 2017-11-27 |
| 5th row | 2017-11-28 |
Common Values
| Value | Count | Frequency (%) |
| 2020-03-29 | 108 | 0.1% |
| 2020-04-21 | 108 | 0.1% |
| 2020-05-17 | 108 | 0.1% |
| 2020-06-13 | 108 | 0.1% |
| 2020-04-26 | 108 | 0.1% |
| 2020-05-03 | 108 | 0.1% |
| 2020-04-16 | 108 | 0.1% |
| 2020-05-26 | 108 | 0.1% |
| 2020-04-15 | 108 | 0.1% |
| 2020-04-17 | 108 | 0.1% |
| Other values (1999) | 106955 |
Length
| Value | Count | Frequency (%) |
| 2020-03-29 | 108 | 0.1% |
| 2020-05-13 | 108 | 0.1% |
| 2020-07-01 | 108 | 0.1% |
| 2020-05-10 | 108 | 0.1% |
| 2020-05-09 | 108 | 0.1% |
| 2020-05-05 | 108 | 0.1% |
| 2020-03-22 | 108 | 0.1% |
| 2020-03-20 | 108 | 0.1% |
| 2020-06-29 | 108 | 0.1% |
| 2020-05-21 | 108 | 0.1% |
| Other values (1999) | 106955 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 260693 | |
| - | 216070 | |
| 2 | 191188 | |
| 1 | 179627 | |
| 9 | 50830 | 4.7% |
| 8 | 44185 | 4.1% |
| 7 | 32023 | 3.0% |
| 6 | 30810 | 2.9% |
| 5 | 28358 | 2.6% |
| 3 | 25989 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 864280 | |
| Dash Punctuation | 216070 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 260693 | |
| 2 | 191188 | |
| 1 | 179627 | |
| 9 | 50830 | 5.9% |
| 8 | 44185 | 5.1% |
| 7 | 32023 | 3.7% |
| 6 | 30810 | 3.6% |
| 5 | 28358 | 3.3% |
| 3 | 25989 | 3.0% |
| 4 | 20577 | 2.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 216070 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1080350 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 260693 | |
| - | 216070 | |
| 2 | 191188 | |
| 1 | 179627 | |
| 9 | 50830 | 4.7% |
| 8 | 44185 | 4.1% |
| 7 | 32023 | 3.0% |
| 6 | 30810 | 2.9% |
| 5 | 28358 | 2.6% |
| 3 | 25989 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1080350 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 260693 | |
| - | 216070 | |
| 2 | 191188 | |
| 1 | 179627 | |
| 9 | 50830 | 4.7% |
| 8 | 44185 | 4.1% |
| 7 | 32023 | 3.0% |
| 6 | 30810 | 2.9% |
| 5 | 28358 | 2.6% |
| 3 | 25989 | 2.4% |
| Distinct | 22395 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 21625 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.27257135 |
| Minimum | 0.02 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 13.02 |
| Q1 | 31.88 |
| median | 55.95 |
| Q3 | 99.92 |
| 95-th percentile | 236.5655 |
| Maximum | 1000 |
| Range | 999.98 |
| Interquartile range (IQR) | 68.04 |
Descriptive statistics
| Standard deviation | 76.52640254 |
|---|---|
| Coefficient of variation (CV) | 0.9533318948 |
| Kurtosis | 10.62438324 |
| Mean | 80.27257135 |
| Median Absolute Deviation (MAD) | 29.07 |
| Skewness | 2.563923541 |
| Sum | 6936352.89 |
| Variance | 5856.290285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 27 | < 0.1% |
| 31.08 | 23 | < 0.1% |
| 28.8 | 22 | < 0.1% |
| 24.83 | 22 | < 0.1% |
| 21.38 | 21 | < 0.1% |
| 42.5 | 21 | < 0.1% |
| 34.1 | 21 | < 0.1% |
| 29.75 | 21 | < 0.1% |
| 15 | 20 | < 0.1% |
| 21 | 20 | < 0.1% |
| Other values (22385) | 86192 | |
| (Missing) | 21625 | 20.0% |
| Value | Count | Frequency (%) |
| 0.02 | 2 | |
| 0.04 | 1 | |
| 0.15 | 1 | |
| 0.16 | 1 | |
| 0.19 | 1 | |
| 0.2 | 1 | |
| 0.24 | 1 | |
| 0.25 | 1 | |
| 0.28 | 1 | |
| 0.32 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 999.99 | 1 | |
| 995 | 1 | |
| 992.67 | 1 | |
| 949.99 | 1 | |
| 917.77 | 1 | |
| 916.67 | 1 | |
| 914.94 | 1 | |
| 914.64 | 1 | |
| 894.75 | 1 |
| Distinct | 29575 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 42706 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.9684272 |
| Minimum | 0.01 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 30.27 |
| Q1 | 70.15 |
| median | 122.09 |
| Q3 | 208.67 |
| 95-th percentile | 409.386 |
| Maximum | 1000 |
| Range | 999.99 |
| Interquartile range (IQR) | 138.52 |
Descriptive statistics
| Standard deviation | 123.4186718 |
|---|---|
| Coefficient of variation (CV) | 0.7812869569 |
| Kurtosis | 3.383081112 |
| Mean | 157.9684272 |
| Median Absolute Deviation (MAD) | 61.83 |
| Skewness | 1.644048099 |
| Sum | 10319919.38 |
| Variance | 15232.16854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 12 | < 0.1% |
| 71.88 | 12 | < 0.1% |
| 71.05 | 12 | < 0.1% |
| 108.46 | 11 | < 0.1% |
| 55.66 | 11 | < 0.1% |
| 56.6 | 11 | < 0.1% |
| 41.62 | 10 | < 0.1% |
| 31 | 10 | < 0.1% |
| 46.68 | 10 | < 0.1% |
| 65.88 | 10 | < 0.1% |
| Other values (29565) | 65220 | |
| (Missing) | 42706 |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 2 | |
| 0.06 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | |
| 0.1 | 3 | |
| 0.12 | 3 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 985 | 2 | |
| 976.77 | 1 | |
| 960.98 | 1 | |
| 955.6 | 1 | |
| 952 | 1 | |
| 942 | 1 | |
| 938.5 | 1 | |
| 936.25 | 1 | |
| 933.05 | 1 |
| Distinct | 11963 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 17106 |
| Missing (%) | 15.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.12342399 |
| Minimum | 0.01 |
|---|---|
| Maximum | 470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 4.84 |
| median | 10.29 |
| Q3 | 24.98 |
| 95-th percentile | 93.766 |
| Maximum | 470 |
| Range | 469.99 |
| Interquartile range (IQR) | 20.14 |
Descriptive statistics
| Standard deviation | 34.49101855 |
|---|---|
| Coefficient of variation (CV) | 1.49160516 |
| Kurtosis | 14.05293685 |
| Mean | 23.12342399 |
| Median Absolute Deviation (MAD) | 7.02 |
| Skewness | 3.288711003 |
| Sum | 2102589.82 |
| Variance | 1189.63036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 81 | 0.1% |
| 2.89 | 79 | 0.1% |
| 2.93 | 79 | 0.1% |
| 0.73 | 77 | 0.1% |
| 2.49 | 77 | 0.1% |
| 3 | 76 | 0.1% |
| 2.87 | 76 | 0.1% |
| 2.84 | 75 | 0.1% |
| 2.95 | 75 | 0.1% |
| 3.99 | 75 | 0.1% |
| Other values (11953) | 90159 | |
| (Missing) | 17106 | 15.8% |
| Value | Count | Frequency (%) |
| 0.01 | 1 | < 0.1% |
| 0.02 | 10 | |
| 0.03 | 4 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 3 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 4 | < 0.1% |
| 0.11 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 470 | 1 | |
| 437.85 | 1 | |
| 436.8 | 1 | |
| 429.77 | 1 | |
| 403.94 | 1 | |
| 390.68 | 1 | |
| 383.14 | 1 | |
| 382.44 | 1 | |
| 374.71 | 1 | |
| 373.9 | 1 |
| Distinct | 12050 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 16547 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.2407601 |
| Minimum | 0.01 |
|---|---|
| Maximum | 448.05 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 5.3935 |
| Q1 | 15.09 |
| median | 27.21 |
| Q3 | 46.93 |
| 95-th percentile | 89.88 |
| Maximum | 448.05 |
| Range | 448.04 |
| Interquartile range (IQR) | 31.84 |
Descriptive statistics
| Standard deviation | 29.51082713 |
|---|---|
| Coefficient of variation (CV) | 0.8374060901 |
| Kurtosis | 11.06061697 |
| Mean | 35.2407601 |
| Median Absolute Deviation (MAD) | 14.41 |
| Skewness | 2.359287053 |
| Sum | 3224106.66 |
| Variance | 870.8889177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 43 | < 0.1% |
| 17.58 | 39 | < 0.1% |
| 20 | 37 | < 0.1% |
| 16.07 | 37 | < 0.1% |
| 17.82 | 36 | < 0.1% |
| 9.47 | 36 | < 0.1% |
| 0.2 | 36 | < 0.1% |
| 9.14 | 36 | < 0.1% |
| 9.22 | 35 | < 0.1% |
| 13.6 | 35 | < 0.1% |
| Other values (12040) | 91118 | |
| (Missing) | 16547 | 15.3% |
| Value | Count | Frequency (%) |
| 0.01 | 4 | |
| 0.02 | 7 | |
| 0.03 | 9 | |
| 0.04 | 3 | < 0.1% |
| 0.05 | 3 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 7 | |
| 0.08 | 6 | |
| 0.09 | 7 | |
| 0.1 | 8 |
| Value | Count | Frequency (%) |
| 448.05 | 1 | |
| 397.77 | 1 | |
| 397.31 | 1 | |
| 394.04 | 1 | |
| 393.08 | 1 | |
| 369.03 | 1 | |
| 363.75 | 1 | |
| 362.73 | 1 | |
| 362.5 | 1 | |
| 362.21 | 1 |
NOx
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 15608 |
|---|---|
| Distinct (%) | 16.9% |
| Missing | 15500 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.19505538 |
| Minimum | 0 |
|---|---|
| Maximum | 467.63 |
| Zeros | 4776 |
| Zeros (%) | 4.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.97 |
| median | 26.66 |
| Q3 | 50.5 |
| 95-th percentile | 134.153 |
| Maximum | 467.63 |
| Range | 467.63 |
| Interquartile range (IQR) | 36.53 |
Descriptive statistics
| Standard deviation | 45.1459756 |
|---|---|
| Coefficient of variation (CV) | 1.095907632 |
| Kurtosis | 8.454914527 |
| Mean | 41.19505538 |
| Median Absolute Deviation (MAD) | 15.84 |
| Skewness | 2.53978547 |
| Sum | 3811984.45 |
| Variance | 2038.159113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4776 | 4.4% |
| 6.24 | 601 | 0.6% |
| 2.21 | 516 | 0.5% |
| 9.05 | 37 | < 0.1% |
| 15.75 | 34 | < 0.1% |
| 16.56 | 34 | < 0.1% |
| 11.02 | 34 | < 0.1% |
| 22.02 | 34 | < 0.1% |
| 17.01 | 34 | < 0.1% |
| 15.09 | 33 | < 0.1% |
| Other values (15598) | 86402 | |
| (Missing) | 15500 | 14.3% |
| Value | Count | Frequency (%) |
| 0 | 4776 | |
| 0.01 | 7 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 0.03 | 14 | < 0.1% |
| 0.04 | 13 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 3 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 467.63 | 1 | |
| 453.61 | 1 | |
| 442.69 | 1 | |
| 440.31 | 1 | |
| 434.9 | 1 | |
| 429.38 | 1 | |
| 402.27 | 1 | |
| 399.87 | 1 | |
| 395.86 | 1 | |
| 395.33 | 1 |
| Distinct | 9119 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 48105 |
| Missing (%) | 44.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.73287519 |
| Minimum | 0.01 |
|---|---|
| Maximum | 418.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 3.85 |
| Q1 | 11.9 |
| median | 23.59 |
| Q3 | 38.1375 |
| 95-th percentile | 70.23 |
| Maximum | 418.9 |
| Range | 418.89 |
| Interquartile range (IQR) | 26.2375 |
Descriptive statistics
| Standard deviation | 24.89779732 |
|---|---|
| Coefficient of variation (CV) | 0.8665264843 |
| Kurtosis | 22.77179802 |
| Mean | 28.73287519 |
| Median Absolute Deviation (MAD) | 12.6 |
| Skewness | 3.218919233 |
| Sum | 1721961.21 |
| Variance | 619.9003114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.42 | 49 | < 0.1% |
| 6.29 | 42 | < 0.1% |
| 14.62 | 39 | < 0.1% |
| 6.3 | 38 | < 0.1% |
| 6.28 | 38 | < 0.1% |
| 6.31 | 36 | < 0.1% |
| 6.6 | 34 | < 0.1% |
| 10.42 | 33 | < 0.1% |
| 6.25 | 32 | < 0.1% |
| 6.32 | 32 | < 0.1% |
| Other values (9109) | 59557 | |
| (Missing) | 48105 |
| Value | Count | Frequency (%) |
| 0.01 | 4 | < 0.1% |
| 0.02 | 9 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 6 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.1 | 23 |
| Value | Count | Frequency (%) |
| 418.9 | 1 | |
| 408.58 | 1 | |
| 379.32 | 1 | |
| 371.36 | 1 | |
| 365.68 | 1 | |
| 361.75 | 1 | |
| 356.73 | 1 | |
| 352.89 | 1 | |
| 349.25 | 1 | |
| 335.91 | 1 |
| Distinct | 2352 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 12998 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.60574934 |
| Minimum | 0 |
|---|---|
| Maximum | 175.81 |
| Zeros | 7280 |
| Zeros (%) | 6.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.53 |
| median | 0.91 |
| Q3 | 1.45 |
| 95-th percentile | 3.38 |
| Maximum | 175.81 |
| Range | 175.81 |
| Interquartile range (IQR) | 0.92 |
Descriptive statistics
| Standard deviation | 4.369577753 |
|---|---|
| Coefficient of variation (CV) | 2.721207878 |
| Kurtosis | 224.1688928 |
| Mean | 1.60574934 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | 12.19795088 |
| Sum | 152605.6 |
| Variance | 19.09320974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7280 | 6.7% |
| 0.64 | 713 | 0.7% |
| 0.66 | 696 | 0.6% |
| 0.7 | 688 | 0.6% |
| 0.78 | 679 | 0.6% |
| 0.74 | 673 | 0.6% |
| 0.68 | 671 | 0.6% |
| 0.6 | 662 | 0.6% |
| 0.79 | 659 | 0.6% |
| 0.76 | 656 | 0.6% |
| Other values (2342) | 81660 | |
| (Missing) | 12998 | 12.0% |
| Value | Count | Frequency (%) |
| 0 | 7280 | |
| 0.01 | 96 | 0.1% |
| 0.02 | 125 | 0.1% |
| 0.03 | 54 | < 0.1% |
| 0.04 | 52 | < 0.1% |
| 0.05 | 73 | 0.1% |
| 0.06 | 54 | < 0.1% |
| 0.07 | 45 | < 0.1% |
| 0.08 | 54 | < 0.1% |
| 0.09 | 59 | 0.1% |
| Value | Count | Frequency (%) |
| 175.81 | 1 | |
| 145.32 | 1 | |
| 134.85 | 1 | |
| 132.47 | 1 | |
| 132.07 | 1 | |
| 124.01 | 1 | |
| 119.68 | 1 | |
| 119.3 | 1 | |
| 118.02 | 1 | |
| 118 | 1 |
| Distinct | 5801 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 25204 |
| Missing (%) | 23.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.2576341 |
| Minimum | 0.01 |
|---|---|
| Maximum | 195.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 2.07 |
| Q1 | 5.04 |
| median | 8.95 |
| Q3 | 14.92 |
| 95-th percentile | 32.54 |
| Maximum | 195.65 |
| Range | 195.64 |
| Interquartile range (IQR) | 9.88 |
Descriptive statistics
| Standard deviation | 12.98472338 |
|---|---|
| Coefficient of variation (CV) | 1.059317261 |
| Kurtosis | 34.72063189 |
| Mean | 12.2576341 |
| Median Absolute Deviation (MAD) | 4.54 |
| Skewness | 4.581281421 |
| Sum | 1015312.09 |
| Variance | 168.6030412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.4 | 84 | 0.1% |
| 3.38 | 80 | 0.1% |
| 4 | 79 | 0.1% |
| 5.86 | 78 | 0.1% |
| 3.28 | 75 | 0.1% |
| 3.51 | 75 | 0.1% |
| 3.48 | 75 | 0.1% |
| 6.42 | 74 | 0.1% |
| 5.8 | 74 | 0.1% |
| 6.99 | 74 | 0.1% |
| Other values (5791) | 82063 | |
| (Missing) | 25204 | 23.3% |
| Value | Count | Frequency (%) |
| 0.01 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 6 | |
| 0.05 | 3 | < 0.1% |
| 0.06 | 8 | |
| 0.07 | 3 | < 0.1% |
| 0.08 | 10 | |
| 0.09 | 4 | < 0.1% |
| 0.1 | 6 |
| Value | Count | Frequency (%) |
| 195.65 | 1 | |
| 193.86 | 1 | |
| 187.02 | 1 | |
| 186.08 | 1 | |
| 182.39 | 1 | |
| 180.85 | 1 | |
| 179.18 | 1 | |
| 178.93 | 1 | |
| 178.63 | 1 | |
| 178.58 | 1 |
| Distinct | 11166 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 25568 |
| Missing (%) | 23.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.13483551 |
| Minimum | 0.01 |
|---|---|
| Maximum | 963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 7.02 |
| Q1 | 18.895 |
| median | 30.84 |
| Q3 | 47.14 |
| 95-th percentile | 81 |
| Maximum | 963 |
| Range | 962.99 |
| Interquartile range (IQR) | 28.245 |
Descriptive statistics
| Standard deviation | 39.12800382 |
|---|---|
| Coefficient of variation (CV) | 1.026043598 |
| Kurtosis | 75.83136294 |
| Mean | 38.13483551 |
| Median Absolute Deviation (MAD) | 13.49 |
| Skewness | 6.844483445 |
| Sum | 3144865.48 |
| Variance | 1531.000683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.48 | 35 | < 0.1% |
| 22.94 | 34 | < 0.1% |
| 23.6 | 33 | < 0.1% |
| 22.5 | 33 | < 0.1% |
| 34.4 | 32 | < 0.1% |
| 25.64 | 31 | < 0.1% |
| 19.12 | 31 | < 0.1% |
| 23.59 | 31 | < 0.1% |
| 21.4 | 30 | < 0.1% |
| 21.28 | 29 | < 0.1% |
| Other values (11156) | 82148 | |
| (Missing) | 25568 | 23.7% |
| Value | Count | Frequency (%) |
| 0.01 | 4 | < 0.1% |
| 0.02 | 9 | |
| 0.03 | 4 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 3 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.09 | 3 | < 0.1% |
| 0.1 | 11 |
| Value | Count | Frequency (%) |
| 963 | 1 | |
| 868.2 | 1 | |
| 819.06 | 1 | |
| 777.67 | 1 | |
| 763.12 | 1 | |
| 757 | 1 | |
| 714.75 | 1 | |
| 705.32 | 1 | |
| 698.67 | 1 | |
| 694.96 | 1 |
| Distinct | 3017 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 31455 |
| Missing (%) | 29.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.35802925 |
| Minimum | 0 |
|---|---|
| Maximum | 455.03 |
| Zeros | 12602 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.16 |
| median | 1.21 |
| Q3 | 3.61 |
| 95-th percentile | 11.35 |
| Maximum | 455.03 |
| Range | 455.03 |
| Interquartile range (IQR) | 3.45 |
Descriptive statistics
| Standard deviation | 11.15623448 |
|---|---|
| Coefficient of variation (CV) | 3.322256492 |
| Kurtosis | 695.2028255 |
| Mean | 3.35802925 |
| Median Absolute Deviation (MAD) | 1.21 |
| Skewness | 21.61702016 |
| Sum | 257157.88 |
| Variance | 124.4615677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12602 | 11.7% |
| 0.1 | 689 | 0.6% |
| 0.01 | 541 | 0.5% |
| 0.02 | 474 | 0.4% |
| 0.12 | 439 | 0.4% |
| 0.11 | 422 | 0.4% |
| 0.03 | 420 | 0.4% |
| 0.05 | 409 | 0.4% |
| 0.04 | 403 | 0.4% |
| 0.13 | 398 | 0.4% |
| Other values (3007) | 59783 | |
| (Missing) | 31455 |
| Value | Count | Frequency (%) |
| 0 | 12602 | |
| 0.01 | 541 | 0.5% |
| 0.02 | 474 | 0.4% |
| 0.03 | 420 | 0.4% |
| 0.04 | 403 | 0.4% |
| 0.05 | 409 | 0.4% |
| 0.06 | 374 | 0.3% |
| 0.07 | 321 | 0.3% |
| 0.08 | 337 | 0.3% |
| 0.09 | 337 | 0.3% |
| Value | Count | Frequency (%) |
| 455.03 | 1 | |
| 454.85 | 1 | |
| 449.38 | 1 | |
| 448.59 | 1 | |
| 445.83 | 1 | |
| 443.63 | 1 | |
| 438.01 | 1 | |
| 435.9 | 1 | |
| 435.09 | 1 | |
| 432.94 | 1 |
Toluene
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 8713 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 38702 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.34539426 |
| Minimum | 0 |
|---|---|
| Maximum | 454.85 |
| Zeros | 10455 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.69 |
| median | 4.33 |
| Q3 | 17.51 |
| 95-th percentile | 64.934 |
| Maximum | 454.85 |
| Range | 454.85 |
| Interquartile range (IQR) | 16.82 |
Descriptive statistics
| Standard deviation | 29.3485873 |
|---|---|
| Coefficient of variation (CV) | 1.912533938 |
| Kurtosis | 33.33721267 |
| Mean | 15.34539426 |
| Median Absolute Deviation (MAD) | 4.33 |
| Skewness | 4.598334818 |
| Sum | 1063942.22 |
| Variance | 861.3395766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10455 | 9.7% |
| 0.01 | 268 | 0.2% |
| 0.02 | 199 | 0.2% |
| 0.07 | 198 | 0.2% |
| 0.03 | 179 | 0.2% |
| 0.04 | 173 | 0.2% |
| 0.1 | 173 | 0.2% |
| 0.08 | 167 | 0.2% |
| 0.06 | 161 | 0.1% |
| 0.09 | 153 | 0.1% |
| Other values (8703) | 57207 | |
| (Missing) | 38702 |
| Value | Count | Frequency (%) |
| 0 | 10455 | |
| 0.01 | 268 | 0.2% |
| 0.02 | 199 | 0.2% |
| 0.03 | 179 | 0.2% |
| 0.04 | 173 | 0.2% |
| 0.05 | 147 | 0.1% |
| 0.06 | 161 | 0.1% |
| 0.07 | 198 | 0.2% |
| 0.08 | 167 | 0.2% |
| 0.09 | 153 | 0.1% |
| Value | Count | Frequency (%) |
| 454.85 | 1 | |
| 454.12 | 1 | |
| 449.14 | 1 | |
| 448.87 | 1 | |
| 445.84 | 1 | |
| 443.63 | 1 | |
| 437.77 | 1 | |
| 435.94 | 1 | |
| 434.92 | 1 | |
| 433.02 | 1 |
| Distinct | 1892 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 85137 |
| Missing (%) | 78.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.423446153 |
| Minimum | 0 |
|---|---|
| Maximum | 170.37 |
| Zeros | 6083 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.4 |
| Q3 | 2.11 |
| 95-th percentile | 10.7315 |
| Maximum | 170.37 |
| Range | 170.37 |
| Interquartile range (IQR) | 2.11 |
Descriptive statistics
| Standard deviation | 6.472408501 |
|---|---|
| Coefficient of variation (CV) | 2.670745745 |
| Kurtosis | 119.5691605 |
| Mean | 2.423446153 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 8.629738992 |
| Sum | 55492.07 |
| Variance | 41.8920718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6083 | 5.6% |
| 0.01 | 500 | 0.5% |
| 0.02 | 423 | 0.4% |
| 0.1 | 327 | 0.3% |
| 0.03 | 297 | 0.3% |
| 0.04 | 241 | 0.2% |
| 0.05 | 188 | 0.2% |
| 0.12 | 183 | 0.2% |
| 0.06 | 180 | 0.2% |
| 0.11 | 168 | 0.2% |
| Other values (1882) | 14308 | 13.2% |
| (Missing) | 85137 |
| Value | Count | Frequency (%) |
| 0 | 6083 | |
| 0.01 | 500 | 0.5% |
| 0.02 | 423 | 0.4% |
| 0.03 | 297 | 0.3% |
| 0.04 | 241 | 0.2% |
| 0.05 | 188 | 0.2% |
| 0.06 | 180 | 0.2% |
| 0.07 | 151 | 0.1% |
| 0.08 | 148 | 0.1% |
| 0.09 | 135 | 0.1% |
| Value | Count | Frequency (%) |
| 170.37 | 1 | |
| 137.45 | 1 | |
| 133.6 | 1 | |
| 132.97 | 1 | |
| 129.28 | 1 | |
| 125.18 | 1 | |
| 123.29 | 1 | |
| 116.62 | 1 | |
| 109.98 | 1 | |
| 109.23 | 1 |
| Distinct | 930 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 21010 |
| Missing (%) | 19.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.7492904 |
| Minimum | 8 |
|---|---|
| Maximum | 2049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 86 |
| median | 132 |
| Q3 | 254 |
| 95-th percentile | 415 |
| Maximum | 2049 |
| Range | 2041 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 131.3243389 |
|---|---|
| Coefficient of variation (CV) | 0.7305972588 |
| Kurtosis | 8.532544269 |
| Mean | 179.7492904 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | 1.930087687 |
| Sum | 15642682 |
| Variance | 17246.08198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 104 | 615 | 0.6% |
| 102 | 593 | 0.5% |
| 106 | 587 | 0.5% |
| 108 | 561 | 0.5% |
| 100 | 560 | 0.5% |
| 88 | 549 | 0.5% |
| 98 | 547 | 0.5% |
| 90 | 546 | 0.5% |
| 92 | 546 | 0.5% |
| 78 | 545 | 0.5% |
| Other values (920) | 81376 | |
| (Missing) | 21010 | 19.4% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 14 | 7 | < 0.1% |
| 15 | 5 | < 0.1% |
| 16 | 10 | < 0.1% |
| 17 | 13 | < 0.1% |
| 18 | 11 | < 0.1% |
| 19 | 36 | |
| 20 | 49 |
| Value | Count | Frequency (%) |
| 2049 | 1 | |
| 1917 | 1 | |
| 1842 | 1 | |
| 1747 | 1 | |
| 1719 | 1 | |
| 1672 | 1 | |
| 1646 | 1 | |
| 1630 | 1 | |
| 1613 | 1 | |
| 1595 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 21010 |
| Missing (%) | 19.4% |
| Memory size | 1.6 MiB |
| Moderate | |
|---|---|
| Satisfactory | |
| Very Poor | |
| Poor | |
| Good |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 8.32036771 |
| Min length | 4 |
Characters and Unicode
| Total characters | 724080 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Moderate |
| 3rd row | Moderate |
| 4th row | Moderate |
| 5th row | Moderate |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 29417 | |
| Satisfactory | 23636 | |
| Very Poor | 11762 | 10.9% |
| Poor | 11493 | 10.6% |
| Good | 5510 | 5.1% |
| Severe | 5207 | 4.8% |
| (Missing) | 21010 |
Length
Pie chart
| Value | Count | Frequency (%) |
| moderate | 29417 | |
| satisfactory | 23636 | |
| poor | 23255 | |
| very | 11762 | 11.9% |
| good | 5510 | 5.6% |
| severe | 5207 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 4.9% |
| d | 34927 | 4.8% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (8) | 128404 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 613531 | |
| Uppercase Letter | 98787 | 13.6% |
| Space Separator | 11762 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 5.8% |
| d | 34927 | 5.7% |
| c | 23636 | 3.9% |
| s | 23636 | 3.9% |
| f | 23636 | 3.9% |
| Other values (2) | 28843 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 29417 | |
| S | 28843 | |
| P | 23255 | |
| V | 11762 | 11.9% |
| G | 5510 | 5.6% |
Space Separator
| Value | Count | Frequency (%) |
| 11762 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 712318 | |
| Common | 11762 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 5.0% |
| d | 34927 | 4.9% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (7) | 116642 |
Common
| Value | Count | Frequency (%) |
| 11762 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 724080 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 110583 | |
| r | 93277 | |
| e | 86217 | |
| a | 76689 | |
| t | 76689 | |
| y | 35398 | 4.9% |
| d | 34927 | 4.8% |
| M | 29417 | 4.1% |
| S | 28843 | 4.0% |
| c | 23636 | 3.3% |
| Other values (8) | 128404 |
| Distinct | 110 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| BWSSB Kadabesanahalli, Bengaluru - CPCB | 2009 |
|---|---|
| Central School, Lucknow - CPCB | 2009 |
| NSIT Dwarka, Delhi - CPCB | 2009 |
| Shadipur, Delhi - CPCB | 2009 |
| CRRI Mathura Road, Delhi - IMD | 2009 |
| Other values (105) |
Length
| Max length | 53 |
|---|---|
| Median length | 28 |
| Mean length | 29.00140695 |
| Min length | 17 |
Characters and Unicode
| Total characters | 3133167 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Secretariat, Amaravati - APPCB |
|---|---|
| 2nd row | Secretariat, Amaravati - APPCB |
| 3rd row | Secretariat, Amaravati - APPCB |
| 4th row | Secretariat, Amaravati - APPCB |
| 5th row | Secretariat, Amaravati - APPCB |
Common Values
| Value | Count | Frequency (%) |
| BWSSB Kadabesanahalli, Bengaluru - CPCB | 2009 | 1.9% |
| Central School, Lucknow - CPCB | 2009 | 1.9% |
| NSIT Dwarka, Delhi - CPCB | 2009 | 1.9% |
| Shadipur, Delhi - CPCB | 2009 | 1.9% |
| CRRI Mathura Road, Delhi - IMD | 2009 | 1.9% |
| Lalbagh, Lucknow - CPCB | 2009 | 1.9% |
| Maninagar, Ahmedabad - GPCB | 2009 | 1.9% |
| Bandra, Mumbai - MPCB | 2009 | 1.9% |
| Alandur Bus Depot, Chennai - CPCB | 2009 | 1.9% |
| IHBAS, Dilshad Garden, Delhi - CPCB | 2009 | 1.9% |
| Other values (100) | 87945 |
Length
| Value | Count | Frequency (%) |
| 108035 | 20.1% | |
| delhi | 45360 | 8.5% |
| cpcb | 28911 | 5.4% |
| dpcc | 24404 | 4.6% |
| bengaluru | 11996 | 2.2% |
| imd | 8937 | 1.7% |
| hyderabad | 8752 | 1.6% |
| tspcb | 8752 | 1.6% |
| nagar | 7703 | 1.4% |
| kspcb | 7073 | 1.3% |
| Other values (220) | 276331 |
Most occurring characters
| Value | Count | Frequency (%) |
| 428219 | 13.7% | |
| a | 302787 | 9.7% |
| C | 180834 | 5.8% |
| r | 148939 | 4.8% |
| i | 148765 | 4.7% |
| e | 133988 | 4.3% |
| P | 126317 | 4.0% |
| l | 120877 | 3.9% |
| B | 112958 | 3.6% |
| , | 111080 | 3.5% |
| Other values (49) | 1318403 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1631535 | |
| Uppercase Letter | 841067 | |
| Space Separator | 428219 | 13.7% |
| Other Punctuation | 114486 | 3.7% |
| Dash Punctuation | 110222 | 3.5% |
| Decimal Number | 4778 | 0.2% |
| Open Punctuation | 1430 | < 0.1% |
| Close Punctuation | 1430 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 302787 | |
| r | 148939 | |
| i | 148765 | |
| e | 133988 | 8.2% |
| l | 120877 | 7.4% |
| h | 109044 | 6.7% |
| n | 108377 | 6.6% |
| u | 85726 | 5.3% |
| o | 67485 | 4.1% |
| t | 63428 | 3.9% |
| Other values (15) | 342119 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 180834 | |
| P | 126317 | |
| B | 112958 | |
| D | 93467 | |
| S | 63643 | 7.6% |
| M | 36849 | 4.4% |
| I | 28704 | 3.4% |
| T | 26309 | 3.1% |
| A | 26234 | 3.1% |
| R | 20517 | 2.4% |
| Other values (13) | 125235 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1580 | |
| 5 | 1161 | |
| 3 | 1036 | |
| 8 | 882 | |
| 1 | 119 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 111080 | |
| . | 3406 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 428219 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 110222 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1430 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1430 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2472602 | |
| Common | 660565 | 21.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 302787 | 12.2% |
| C | 180834 | 7.3% |
| r | 148939 | 6.0% |
| i | 148765 | 6.0% |
| e | 133988 | 5.4% |
| P | 126317 | 5.1% |
| l | 120877 | 4.9% |
| B | 112958 | 4.6% |
| h | 109044 | 4.4% |
| n | 108377 | 4.4% |
| Other values (38) | 979716 |
Common
| Value | Count | Frequency (%) |
| 428219 | ||
| , | 111080 | 16.8% |
| - | 110222 | 16.7% |
| . | 3406 | 0.5% |
| 2 | 1580 | 0.2% |
| ( | 1430 | 0.2% |
| ) | 1430 | 0.2% |
| 5 | 1161 | 0.2% |
| 3 | 1036 | 0.2% |
| 8 | 882 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3133167 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 428219 | 13.7% | |
| a | 302787 | 9.7% |
| C | 180834 | 5.8% |
| r | 148939 | 4.8% |
| i | 148765 | 4.7% |
| e | 133988 | 4.3% |
| P | 126317 | 4.0% |
| l | 120877 | 3.9% |
| B | 112958 | 3.6% |
| , | 111080 | 3.5% |
| Other values (49) | 1318403 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Delhi | |
|---|---|
| Bengaluru | |
| Hyderabad | |
| Chennai | |
| Lucknow | |
| Other values (21) |
Length
| Max length | 18 |
|---|---|
| Median length | 6 |
| Mean length | 6.815059934 |
| Min length | 5 |
Characters and Unicode
| Total characters | 736265 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Amaravati |
|---|---|
| 2nd row | Amaravati |
| 3rd row | Amaravati |
| 4th row | Amaravati |
| 5th row | Amaravati |
Common Values
| Value | Count | Frequency (%) |
| Delhi | 45360 | |
| Bengaluru | 11996 | 11.1% |
| Hyderabad | 8752 | 8.1% |
| Chennai | 6406 | 5.9% |
| Lucknow | 6099 | 5.6% |
| Mumbai | 5504 | 5.1% |
| Kolkata | 3165 | 2.9% |
| Jaipur | 3089 | 2.9% |
| Gurugram | 2831 | 2.6% |
| Patna | 2678 | 2.5% |
| Other values (16) | 12155 | 11.3% |
Length
| Value | Count | Frequency (%) |
| delhi | 45360 | |
| bengaluru | 11996 | 11.1% |
| hyderabad | 8752 | 8.1% |
| chennai | 6406 | 5.9% |
| lucknow | 6099 | 5.6% |
| mumbai | 5504 | 5.1% |
| kolkata | 3165 | 2.9% |
| jaipur | 3089 | 2.9% |
| gurugram | 2831 | 2.6% |
| patna | 2678 | 2.5% |
| Other values (16) | 12155 | 11.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 87703 | |
| e | 75834 | |
| i | 67022 | 9.1% |
| l | 62630 | 8.5% |
| h | 61706 | 8.4% |
| u | 47514 | 6.5% |
| D | 45360 | 6.2% |
| r | 42325 | 5.7% |
| n | 39265 | 5.3% |
| d | 21826 | 3.0% |
| Other values (28) | 185080 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 628230 | |
| Uppercase Letter | 108035 | 14.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 87703 | |
| e | 75834 | |
| i | 67022 | |
| l | 62630 | |
| h | 61706 | |
| u | 47514 | |
| r | 42325 | |
| n | 39265 | 6.3% |
| d | 21826 | 3.5% |
| b | 16651 | 2.7% |
| Other values (13) | 105754 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 45360 | |
| B | 13223 | 12.2% |
| H | 8752 | 8.1% |
| C | 7096 | 6.6% |
| L | 6099 | 5.6% |
| M | 5504 | 5.1% |
| A | 4294 | 4.0% |
| J | 4258 | 3.9% |
| G | 3333 | 3.1% |
| K | 3327 | 3.1% |
| Other values (5) | 6789 | 6.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 736265 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 87703 | |
| e | 75834 | |
| i | 67022 | 9.1% |
| l | 62630 | 8.5% |
| h | 61706 | 8.4% |
| u | 47514 | 6.5% |
| D | 45360 | 6.2% |
| r | 42325 | 5.7% |
| n | 39265 | 5.3% |
| d | 21826 | 3.0% |
| Other values (28) | 185080 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 736265 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 87703 | |
| e | 75834 | |
| i | 67022 | 9.1% |
| l | 62630 | 8.5% |
| h | 61706 | 8.4% |
| u | 47514 | 6.5% |
| D | 45360 | 6.2% |
| r | 42325 | 5.7% |
| n | 39265 | 5.3% |
| d | 21826 | 3.0% |
| Other values (28) | 185080 |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Delhi | |
|---|---|
| Karnataka | |
| Telangana | |
| Tamil Nadu | |
| Uttar Pradesh | |
| Other values (16) |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 7.558744851 |
| Min length | 5 |
Characters and Unicode
| Total characters | 816609 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Andhra Pradesh |
|---|---|
| 2nd row | Andhra Pradesh |
| 3rd row | Andhra Pradesh |
| 4th row | Andhra Pradesh |
| 5th row | Andhra Pradesh |
Common Values
| Value | Count | Frequency (%) |
| Delhi | 45360 | |
| Karnataka | 11996 | 11.1% |
| Telangana | 8752 | 8.1% |
| Tamil Nadu | 6792 | 6.3% |
| Uttar Pradesh | 6099 | 5.6% |
| Maharashtra | 5504 | 5.1% |
| West Bengal | 3165 | 2.9% |
| Rajasthan | 3089 | 2.9% |
| Haryana | 2831 | 2.6% |
| Bihar | 2678 | 2.5% |
| Other values (11) | 11769 | 10.9% |
Length
| Value | Count | Frequency (%) |
| delhi | 45360 | |
| karnataka | 11996 | 9.5% |
| pradesh | 8801 | 6.9% |
| telangana | 8752 | 6.9% |
| tamil | 6792 | 5.4% |
| nadu | 6792 | 5.4% |
| uttar | 6099 | 4.8% |
| maharashtra | 5504 | 4.3% |
| west | 3165 | 2.5% |
| bengal | 3165 | 2.5% |
| Other values (14) | 20367 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 166079 | |
| h | 78757 | |
| e | 71129 | |
| l | 65955 | 8.1% |
| i | 57110 | 7.0% |
| r | 50997 | 6.2% |
| D | 45360 | 5.6% |
| n | 43692 | 5.4% |
| t | 37961 | 4.6% |
| s | 23426 | 2.9% |
| Other values (26) | 176143 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 671058 | |
| Uppercase Letter | 126793 | 15.5% |
| Space Separator | 18758 | 2.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 166079 | |
| h | 78757 | |
| e | 71129 | |
| l | 65955 | 9.8% |
| i | 57110 | 8.5% |
| r | 50997 | 7.6% |
| n | 43692 | 6.5% |
| t | 37961 | 5.7% |
| s | 23426 | 3.5% |
| d | 21631 | 3.2% |
| Other values (9) | 54321 | 8.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 45360 | |
| T | 15544 | 12.3% |
| K | 13572 | 10.7% |
| P | 10022 | 7.9% |
| N | 6792 | 5.4% |
| M | 6216 | 4.9% |
| U | 6099 | 4.8% |
| B | 5843 | 4.6% |
| W | 3165 | 2.5% |
| R | 3089 | 2.4% |
| Other values (6) | 11091 | 8.7% |
Space Separator
| Value | Count | Frequency (%) |
| 18758 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 797851 | |
| Common | 18758 | 2.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 166079 | |
| h | 78757 | |
| e | 71129 | |
| l | 65955 | 8.3% |
| i | 57110 | 7.2% |
| r | 50997 | 6.4% |
| D | 45360 | 5.7% |
| n | 43692 | 5.5% |
| t | 37961 | 4.8% |
| s | 23426 | 2.9% |
| Other values (25) | 157385 |
Common
| Value | Count | Frequency (%) |
| 18758 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 816609 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 166079 | |
| h | 78757 | |
| e | 71129 | |
| l | 65955 | 8.1% |
| i | 57110 | 7.0% |
| r | 50997 | 6.2% |
| D | 45360 | 5.6% |
| n | 43692 | 5.4% |
| t | 37961 | 4.6% |
| s | 23426 | 2.9% |
| Other values (26) | 176143 |
Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 324 |
| Missing (%) | 0.3% |
| Memory size | 1.6 MiB |
| Active | |
|---|---|
| Inactive | 1609 |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.029876243 |
| Min length | 6 |
Characters and Unicode
| Total characters | 649484 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Active |
|---|---|
| 2nd row | Active |
| 3rd row | Active |
| 4th row | Active |
| 5th row | Active |
Common Values
| Value | Count | Frequency (%) |
| Active | 106102 | |
| Inactive | 1609 | 1.5% |
| (Missing) | 324 | 0.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| active | 106102 | |
| inactive | 1609 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 107711 | |
| t | 107711 | |
| i | 107711 | |
| v | 107711 | |
| e | 107711 | |
| A | 106102 | |
| I | 1609 | 0.2% |
| n | 1609 | 0.2% |
| a | 1609 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 541773 | |
| Uppercase Letter | 107711 | 16.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 107711 | |
| t | 107711 | |
| i | 107711 | |
| v | 107711 | |
| e | 107711 | |
| n | 1609 | 0.3% |
| a | 1609 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 106102 | |
| I | 1609 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 649484 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 107711 | |
| t | 107711 | |
| i | 107711 | |
| v | 107711 | |
| e | 107711 | |
| A | 106102 | |
| I | 1609 | 0.2% |
| n | 1609 | 0.2% |
| a | 1609 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 649484 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 107711 | |
| t | 107711 | |
| i | 107711 | |
| v | 107711 | |
| e | 107711 | |
| A | 106102 | |
| I | 1609 | 0.2% |
| n | 1609 | 0.2% |
| a | 1609 | 0.2% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| StationId | Date | PM2.5 | PM10 | NO | NO2 | NOx | NH3 | CO | SO2 | O3 | Benzene | Toluene | Xylene | AQI | AQI_Bucket | StationName | City | State | Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AP001 | 2017-11-24 | 71.36 | 115.75 | 1.75 | 20.65 | 12.40 | 12.19 | 0.10 | 10.76 | 109.26 | 0.17 | 5.92 | 0.10 | NaN | NaN | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 1 | AP001 | 2017-11-25 | 81.40 | 124.50 | 1.44 | 20.50 | 12.08 | 10.72 | 0.12 | 15.24 | 127.09 | 0.20 | 6.50 | 0.06 | 184.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 2 | AP001 | 2017-11-26 | 78.32 | 129.06 | 1.26 | 26.00 | 14.85 | 10.28 | 0.14 | 26.96 | 117.44 | 0.22 | 7.95 | 0.08 | 197.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 3 | AP001 | 2017-11-27 | 88.76 | 135.32 | 6.60 | 30.85 | 21.77 | 12.91 | 0.11 | 33.59 | 111.81 | 0.29 | 7.63 | 0.12 | 198.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 4 | AP001 | 2017-11-28 | 64.18 | 104.09 | 2.56 | 28.07 | 17.01 | 11.42 | 0.09 | 19.00 | 138.18 | 0.17 | 5.02 | 0.07 | 188.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 5 | AP001 | 2017-11-29 | 72.47 | 114.84 | 5.23 | 23.20 | 16.59 | 12.25 | 0.16 | 10.55 | 109.74 | 0.21 | 4.71 | 0.08 | 173.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 6 | AP001 | 2017-11-30 | 69.80 | 114.86 | 4.69 | 20.17 | 14.54 | 10.95 | 0.12 | 14.07 | 118.09 | 0.16 | 3.52 | 0.06 | 165.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 7 | AP001 | 2017-12-01 | 73.96 | 113.56 | 4.58 | 19.29 | 13.97 | 10.95 | 0.10 | 13.90 | 123.80 | 0.17 | 2.85 | 0.04 | 191.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 8 | AP001 | 2017-12-02 | 89.90 | 140.20 | 7.71 | 26.19 | 19.87 | 13.12 | 0.10 | 19.37 | 128.73 | 0.25 | 2.79 | 0.07 | 191.0 | Moderate | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
| 9 | AP001 | 2017-12-03 | 87.14 | 130.52 | 0.97 | 21.31 | 12.12 | 14.36 | 0.15 | 11.41 | 114.80 | 0.23 | 3.82 | 0.04 | 227.0 | Poor | Secretariat, Amaravati - APPCB | Amaravati | Andhra Pradesh | Active |
Last rows
| StationId | Date | PM2.5 | PM10 | NO | NO2 | NOx | NH3 | CO | SO2 | O3 | Benzene | Toluene | Xylene | AQI | AQI_Bucket | StationName | City | State | Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 108025 | WB013 | 2020-06-22 | 15.10 | 30.98 | 2.59 | 18.04 | 20.63 | 30.34 | 0.67 | 1.50 | 25.84 | 1.28 | 8.32 | NaN | 38.0 | Good | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108026 | WB013 | 2020-06-23 | 19.48 | 42.37 | 3.06 | 20.94 | 23.99 | 32.53 | 0.70 | 1.72 | 28.21 | 1.65 | 5.93 | NaN | 44.0 | Good | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108027 | WB013 | 2020-06-24 | 20.05 | 46.63 | 3.78 | 15.28 | 19.06 | 18.89 | 0.66 | 7.08 | 41.56 | 1.14 | 7.24 | NaN | 59.0 | Satisfactory | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108028 | WB013 | 2020-06-25 | 17.03 | 39.64 | 3.23 | 11.42 | 14.65 | 18.98 | 0.57 | 11.39 | 31.76 | 0.79 | 6.85 | NaN | 56.0 | Satisfactory | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108029 | WB013 | 2020-06-26 | 9.79 | 19.87 | 23.51 | 16.50 | 40.02 | 25.09 | 0.66 | 10.34 | 30.19 | 0.93 | 6.37 | NaN | 50.0 | Good | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108030 | WB013 | 2020-06-27 | 8.65 | 16.46 | NaN | NaN | NaN | NaN | 0.69 | 4.36 | 30.59 | 1.32 | 7.26 | NaN | 50.0 | Good | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108031 | WB013 | 2020-06-28 | 11.80 | 18.47 | NaN | NaN | NaN | NaN | 0.68 | 3.49 | 38.95 | 1.42 | 7.92 | NaN | 65.0 | Satisfactory | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108032 | WB013 | 2020-06-29 | 18.60 | 32.26 | 13.65 | 200.87 | 214.20 | 11.40 | 0.78 | 5.12 | 38.17 | 3.52 | 8.64 | NaN | 63.0 | Satisfactory | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108033 | WB013 | 2020-06-30 | 16.07 | 39.30 | 7.56 | 29.13 | 36.69 | 29.26 | 0.69 | 5.88 | 29.64 | 1.86 | 8.40 | NaN | 57.0 | Satisfactory | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |
| 108034 | WB013 | 2020-07-01 | 10.50 | 36.50 | 7.78 | 22.50 | 30.25 | 27.23 | 0.58 | 2.80 | 13.10 | 1.31 | 7.39 | NaN | 59.0 | Satisfactory | Victoria, Kolkata - WBPCB | Kolkata | West Bengal | Active |